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. 2017 May 9;7(5):e015007. doi: 10.1136/bmjopen-2016-015007

Table 3.

Detail of simulation inputs and outputs

Study name Source of arrival rates Source of activity duration Source of activity progression Source of resources use Changes considered Outcomes considered Validation Stakeholder input
Anagnostou et al 21 Not described Not described Not described Not described None Waiting times None None
Au-Yeung et al 22 Primary Primary;
expert opinion
Primary;
expert opinion
Primary ED patient flow Waiting times Data led Model specification
Baboolal et al 23 Primary Primary;
expert opinion
Primary Primary Resources Waiting times*; resources Face
Dark world model
Model specification
Bowers et al 24 Primary Primary Primary Not described None Resources* Data led
Face
Model specification
Brailsford et al 10 Primary Secondary Not described Primary ED patient flow;
arrival rates
Waiting times Data led
Face
Study question; model specification
Coats and Michalis25 Primary Primary Not described Not described Shift patterns Waiting times* Data led None
Codrington-Virtue et al 26 Primary Not described Not described Not described None Resources None None
Codrington-Virtue et al 27 Primary Primary;
expert opinion
Primary Primary;
expert opinion
None Waiting times Data led None
Coughlan et al 28 Primary Not described Primary Primary Resources Waiting times*; resources Data led None
Davies29 Primary Primary Primary Primary ED patient flow Waiting times* None None
Eatock et al 11 Primary Primary;
expert opinion
Primary;
expert opinion
Primary None Waiting times* Data led None
Fletcher et al 12 Primary Secondary;
expert opinion
Primary Primary ED patient flow;
resources; demand
Waiting times*; resources Data led
Face
Study question; model specification
Günal and Pidd13 Primary Not described Not described Not described None Waiting times* None None
Günal and Pidd30 Primary Primary Primary Not described ED patient flow;
resources
Waiting times* Data led Model specification
Hay et al 31 Primary Not described Not described Not described None Waiting times* Data led None
Komashie and Mousavi32 Primary Primary;
expert opinion
Primary;
expert opinion
Primary;
expert opinion
ED structure;
resources
Waiting times; resources Data led
Face
Study question; model specification
Lane et al 33 Primary Primary;
expert opinion
Expert opinion Primary Resources;
demand
Waiting times; resources; elective cancellations Data led
Face
Study question; model specification
Lattimer et al 14 Primary Primary Primary Primary ED structure;
admission rates
Bed occupancy Data led
Face
Study question; model specification
Maull et al 34 Primary Primary;
expert opinion
Primary Not described ED patient flow Waiting times* Data led Result implementation
Meng and Spedding35 Primary Primary Not described Not described ED structure;
resources
Waiting times; resources Data led
Face
Study question; model specification
Mould et al 36 Primary Primary Primary Not described Resources Waiting times*; resources Data led Study question; model specification; result implementation

*These studies used 4-hour target breach as part of their waiting time considerations.

ED, emergency department.